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 poissonisfish.com
Probability distributions in R - poissonisfish
| | aurimas.eu
P-value is the probability that the treatment effect is larger than zero (under certain conditions) - @aurimas
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| | a.k.a. why you should (not ?) use uninformative priors in Bayesian A/B testing.
| | geekyisawesome.blogspot.com
Geeky is Awesome: Bernoulli vs Binomial vs Multinoulli vs Multinomial distributions
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| | Bernoulli distribution Say you are flipping a coin that has a probability of 0.4 of turning up heads and 0.6 of turning up tails. The simple...
| | www.randomservices.org
Continuous Distributions
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| | [AI summary] The text covers various topics in probability and statistics, including continuous distributions, empirical density functions, and data analysis. It discusses the uniform distribution, rejection sampling, and the construction of continuous distributions without probability density functions. The text also includes data analysis exercises involving empirical density functions for body weight, body length, and gender-specific body weight.
| | fa.bianp.net
On the Convergence of the Unadjusted Langevin Algorithm
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| The Langevin algorithm is a simple and powerful method to sample from a probability distribution. It's a key ingredient of some machine learning methods such as diffusion models and differentially private learning. In this post, I'll derive a simple convergence analysis of this method in the special case when the ...